{"id":13715268,"url":"https://github.com/skyduy/CNN_keras","last_synced_at":"2025-05-07T04:30:39.699Z","repository":{"id":88110226,"uuid":"60450044","full_name":"skyduy/CNN_keras","owner":"skyduy","description":"CNN | Keras/PyTorch | CAPTCHA recognition（卷积神经网络、Keras/PyTorch框架、验证码识别）","archived":false,"fork":false,"pushed_at":"2019-11-18T09:43:24.000Z","size":30745,"stargazers_count":288,"open_issues_count":1,"forks_count":95,"subscribers_count":17,"default_branch":"master","last_synced_at":"2024-11-14T03:34:26.140Z","etag":null,"topics":["captcha","cnn-keras","machine-learning","multilabel-classification","pytorch-cnn"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/skyduy.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2016-06-05T08:17:05.000Z","updated_at":"2024-11-01T04:41:23.000Z","dependencies_parsed_at":"2023-05-18T08:15:14.853Z","dependency_job_id":null,"html_url":"https://github.com/skyduy/CNN_keras","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/skyduy%2FCNN_keras","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/skyduy%2FCNN_keras/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/skyduy%2FCNN_keras/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/skyduy%2FCNN_keras/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/skyduy","download_url":"https://codeload.github.com/skyduy/CNN_keras/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252813616,"owners_count":21808360,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["captcha","cnn-keras","machine-learning","multilabel-classification","pytorch-cnn"],"created_at":"2024-08-03T00:00:56.912Z","updated_at":"2025-05-07T04:30:39.385Z","avatar_url":"https://github.com/skyduy.png","language":"Python","funding_links":[],"categories":["Python","Łamanie"],"sub_categories":["Ogólne"],"readme":"# CNN_Keras\n\n__:star: Switch to branch [pytorch](https://github.com/skyduy/CNN_keras/tree/pytorch) to see big changes! It uses PyTorch as framework and uses a more robust method!:star:__\n\n## Introduction\n[Convolutional Neural Network](https://en.wikipedia.org/wiki/Convolutional_neural_network) using [Keras](https://github.com/fchollet/keras/tree/master/keras) for [CAPTCHA](https://en.wikipedia.org/wiki/CAPTCHA) recognition.\n\nRecognition for this type of CAPTCHA:\n\n![1](https://github.com/skyduy/CNN_keras/blob/master/samples/5WNAU.jpg)\n![2](https://github.com/skyduy/CNN_keras/blob/master/samples/HCMYT.jpg)\n![3](https://github.com/skyduy/CNN_keras/blob/master/samples/YRY8S.jpg)\n\nActually these CAPTCHAs are generated from repo [CAPTCHA_generator](https://github.com/skyduy/CAPTCHA_generator).\n\n## Achievement\n\nUsing about 5000 samples, Obtain 95% single letter accuracy.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fskyduy%2FCNN_keras","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fskyduy%2FCNN_keras","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fskyduy%2FCNN_keras/lists"}